三维特征空间的模糊聚类在物料识别中的应用研究

DISCUSSIONS ABOUT 3D-FEATURE SPACE OF FUZZY CLUSTERING ALGORITHM IN THE PROCESS OF INDUSTRIAL MATERIAL'S AUTO-RECOGNITION

讨论了三维聚类算法和模糊理论 ,分析了将两者结合起来的模糊聚类算法所具有的特点 ,以工业物料为应用前提 ,对其在特征的三空间中利用模糊聚类算法进行了识别 ,实验取得了较为满意的效果 .

We discuss clustering algorithm and fuzzy theory, ulterior we analyze features of fuzzy clustering algorithm, which is combined by above mentioned two methods. Based on the characters of each industrial material ,In 3D-feature space we give each feature a weighting value based on their stability in measurement of distance between two points and get good result.